The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data

11 October 2019

Papers citing "The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data"

6 / 6 papers shown

Title
Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis Y. Shimoni C. Yanover Ehud Karavani Yaara Goldschmidt CML 34 54 0 14 Feb 2018
Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition Vincent Dorie J. Hill Uri Shalit M. Scott D. Cervone CML 105 284 0 09 Jul 2017
Bias and high-dimensional adjustment in observational studies of peer effects Dean Eckles E. Bakshy 35 61 0 14 Jun 2017
Distinguishing cause from effect using observational data: methods and benchmarks Joris M. Mooij J. Peters Dominik Janzing Jakob Zscheischler Bernhard Schölkopf CML 60 482 0 11 Dec 2014
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 84 563 0 26 Sep 2013
Testing Identifiability of Causal Effects D. Galles Judea Pearl CML 49 90 0 20 Feb 2013